AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
3,021

AI/ML CVEs Tracked

424

Critical

113

New This Week

19

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 1382 results — Active exploitation
CRITICAL EXPLOIT AVAIL

MLflow: path traversal enables sandbox escape, file overwrite

CVE-2025-15036
9.6
EPSS 0.6%
Supply Chain Code Execution Framework
mlflow Patch: 3.9.0rc0 CWE-29 680 5 ATLAS
LOW EXPLOIT AVAIL

OpenUI: hard-coded LiteLLM master key credential leak

CVE-2026-4993
3.3
EPSS 0.1%
Auth Bypass Data Extraction API Inference Framework
CWE-259 5 ATLAS
HIGH EXPLOIT AVAIL

langchain-core: path traversal exposes host secrets via prompt config

CVE-2026-34070
7.5
EPSS 1.2%
Data Extraction Data Leakage Framework
langchain-core Patch: 1.2.22 CWE-22 5.5K 5 ATLAS
HIGH EXPLOIT AVAIL

@mobilenext/mobile-mcp: path traversal via AI agent tool

CVE-2026-33989
8.1
EPSS 0.5%
Prompt Injection Code Execution Supply Chain Agent Plugin
@mobilenext/mobile-mcp Patch: 0.0.49 CWE-22 1 6 ATLAS
MEDIUM EXPLOIT AVAIL

smolagents: code injection via incomplete sandbox fix

CVE-2026-4963
6.3
EPSS 0.6%
Code Execution Supply Chain Agent Framework
smolagents CWE-74 102 5 ATLAS
HIGH EXPLOIT AVAIL

MLflow: broken access control exposes experiment traces

CVE-2025-15381
8.1
EPSS 0.3%
Auth Bypass Data Extraction Data Leakage Framework Training Data
mlflow CWE-200 680 5 ATLAS
LOW EXPLOIT AVAIL

Open WebUI: IDOR exposes AI memories and private files

CVE-2026-29071
3.1
EPSS 0.3%
Auth Bypass Data Extraction Privacy Violation RAG Agent Framework
open-webui Patch: 0.8.6 CWE-639 4 5 ATLAS
MEDIUM EXPLOIT AVAIL

open-webui: missing authz allows cross-KB file deletion

CVE-2026-29070
5.4
EPSS 0.3%
Auth Bypass DoS RAG Framework
open-webui Patch: 0.8.6 CWE-862 4 4 ATLAS
HIGH EXPLOIT AVAIL

Open WebUI: BOLA enables RAG poisoning via file overwrite

CVE-2026-28788
7.1
EPSS 2.9%
Auth Bypass Model Poisoning Prompt Injection RAG API Framework
open-webui Patch: 0.8.6 CWE-639 4 7 ATLAS
MEDIUM EXPLOIT AVAIL

Open WebUI: path traversal leaks server filesystem path

CVE-2026-28786
4.3
EPSS 0.4%
Data Extraction Data Leakage Framework API
open-webui Patch: 0.8.6 CWE-22 4 4 ATLAS
HIGH EXPLOIT AVAIL

BentoML: command injection in bentofile.yaml containerize

CVE-2026-33744
7.8
EPSS 0.3%
Code Execution Supply Chain Framework
bentoml Patch: 1.4.37 CWE-94 20 5 ATLAS
MEDIUM EXPLOIT AVAIL

Wallos: SSRF allows internal network access

CVE-2026-33401
6.5
EPSS 0.3%
Data Extraction Auth Bypass Privacy Violation Inference API
CWE-918 4 ATLAS
HIGH EXPLOIT AVAIL SCANNER

langflow: Path Traversal enables file access

CVE-2026-33497
7.5
EPSS 19.6%
Data Extraction Auth Bypass Framework Agent
langflow Patch: 1.7.1 CWE-22 5 ATLAS
HIGH EXPLOIT AVAIL

langflow: Access Control bypass enables privilege escalation

CVE-2026-33484
7.5
EPSS 5.8%
Auth Bypass Data Extraction Privacy Violation Framework API
langflow Patch: 1.9.0 CWE-284 5 ATLAS
CRITICAL EXPLOIT AVAIL

langflow: security flaw enables exploitation

CVE-2026-33475
9.1
EPSS 3.0%
Supply Chain Code Execution Data Extraction Framework Agent
langflow CWE-74 5 ATLAS
CRITICAL EXPLOIT AVAIL

langflow: Path Traversal enables file access

CVE-2026-33309
9.9
EPSS 12.4%
Code Execution Auth Bypass Supply Chain Framework Agent Plugin
langflow Patch: 1.9.0 CWE-22 8 ATLAS
MEDIUM EXPLOIT AVAIL

AI component: IDOR enables unauthorized data access

CVE-2026-30886
6.5
EPSS 0.3%
Data Leakage Code Execution API Model Inference
CWE-639 6 ATLAS
HIGH EXPLOIT AVAIL

AI component: Input Validation flaw enables exploitation

CVE-2026-4538
7.8
EPSS 0.2%
Model Poisoning Code Execution Framework RAG Model
CWE-20 5 ATLAS
CRITICAL KEV SCANNER

langflow: Code Injection enables RCE

CVE-2026-33017
9.8
EPSS 99.8%
Model Poisoning Code Execution Framework Agent API
langflow Patch: 1.9.0 CWE-95 6 ATLAS
MEDIUM EXPLOIT AVAIL

OpenClaw: file:// bypass enables local file exfiltration

CVE-2026-32008
6.5
EPSS 0.4%
Data Extraction Privacy Violation Agent Plugin
OpenClaw 4 4 ATLAS 1 incident

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

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